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Towards understanding of dispatching texts, this paper proposes a textual semantic analysis framework with active learning of the semantic structure knowledge. ... It is difficult for computer to understand the texts in unstructured Chinese language, which becomes an obstacle for further application of artificial intelligence in the power dispatch center. ... For example, Table 2 shows the semantic framework of the bus charging operation sentence. ...doi:10.1051/e3sconf/202018202002 fatcat:vm7bgvea5ferxlwqicou6rwpzu
The basic laws and development trends of statistical Chinese semantics also provide new application scenarios for online Chinese behavior. It also laid a ladder for subsequent scholars. ... Research the accuracy and applicability of the semantic analysis model. ... An important prerequisite for the construction of a big data analysis framework is whether there is a spatial correlation between variables. ...doi:10.1155/2021/1132758 fatcat:twu74kla75e77dqcphfyrsviv4
According to the problems existing in the similarity comparison of Chinese sentences,this paper proposed a sentence similarity computing method which combined with advantages of Chinese frameNet method ... and semantic dependency parsing method.This method is based on the framework of semantic.And firstly,the method analyzed and calculated the similarity of two frameworks;Further,it analyzed semantic dependency ... fees for core frame elements interference calculation results,also can reduce the complexity of computing.Based on the analysis of 3.1 and 3.2,the similarity computation of Chinese sentence combining ...doi:10.1051/matecconf/201713900028 fatcat:dmxviwh2wvcyflxmi7l6dp56vq
Finally, we perform preliminary experiments, which demonstrate the effectiveness of the proposed annotation framework for Tibetan treebanking. ... Further, we work out a syntactic and semantic annotation schema for Tibetan, and train a syntactic parsing system and a semantic parsing system on our newly-built Tibetan dependency treebank. ... We gratefully acknowledge the anonymous reviewers for their constructive comments, and the support of the National Natural Science Foundation of China (Nos. 61163043, 61572245), Major National Social Science ...doi:10.24507/icicelb.07.07.1645 fatcat:wdrld3hsdzbjbmqrl7a7frdrau
Image captioning is an automatic process for generating text based on the content observed in an image. We do review, create framework, and build application model. ... We also design framework with 3 framework model. Furthermore, we also build application with 3 application models. ... This framework produces a framework design as an application model. This application can be a technical reference and as an example in building an application about image captioning. ...doi:10.25126/jitecs.202162316 fatcat:jebopkpe65gr3puusjzr4yzegy
Unlike the existing state-of-the-art toolkits, such as , that adopt an independent model for each task, adopts the multi-task framework by using a shared pre-trained model, which has the advantage of capturing ... We introduce , an open-source neural language technology platform supporting six fundamental Chinese NLP tasks: lexical analysis (Chinese word segmentation, part-of-speech tagging, and named entity recognition ... This work was supported by the National Key R&D Program of China via grant 2020AAA0106501 and the National Natural Science Foundation of China (NSFC) via grant 61976072 and 61772153. ...arXiv:2009.11616v4 fatcat:cfbbrnckhbd4defxlvfgzeamni
ICIC Express Letters
This paper presents a method of processing medical unstructured text. The application results show that the proposed methods can effectively process semantization of medical unstructured text. ... Faced with such a huge and rapidly growing amount of data, how to quickly and effectively obtain specific knowledge of the real needs out from the mass is a challenge faced by researchers. ... The authors also gratefully acknowledge the helpful comments and suggestions of the reviewers, which have improved the presentation. ...doi:10.24507/icicel.10.08.1901 fatcat:ccyhwe7gdfdw7kadaoszpx6eza
This paper presents an application of Chinese syntactic knowledge for semantic role labeling (SRL). Besides basic morphological information, syntactic structures are crucial in SRL. ... Instead of manually increasing the size of annotated data, we use a large amount of automatically extracted syntactic knowledge to improve the performance of SRL. ... Take the sentence in Figure 1 as an example. ...doi:10.18653/v1/w15-3119 dblp:conf/acl-sighan/JinKK15 fatcat:d4kx6l226jcmxgofwukkaxao6m
The predication structures are extracted based on the result of sentence-based syntactic analysis, and then the linear expression sequence of a sentence is converted into a semantic hierarchy based on ... The complexity of language is usually reflected in the complexity of sentences. At present, the research of sentence complexity mainly focuses on the analysis of syntactic complexity. ... For two different semantic frameworks of a predicate (F1 and F 2 ), if n is different, the possibility of similarity is small, and the similarity of the two PSFs is taken as 0. ...doi:10.1155/2020/8871263 fatcat:g7ugbyw6qfhf7pqx4n5hzadgzu
analysis technology in the application of intelligence research, exemplified by the semantic role annotation and semantic-based text orientation analysis of two methods, described the meaning of these ... This paper analyzes the significance of research and three technologies to ensure the rigor of intelligence research: visualization, data mining and semantic analysis technology, focuses on the semantic ... It is a Chinese semantic database major in semantic-based analysis of text orientation. ...doi:10.5539/mas.v11n4p1 fatcat:n3e3ywu3avgebh4v7sibrcul2m
9301065 sentence definition, past/contemporary linguistics, criteria, sentence vs nonsentence; 9301527 Spanish clitic movement, clause reduction analysis, universal principles application; 9301138 Telugu ... Abril’s meth- odology analysis; 9301548 translation instruction benefits reconsideration, Chinese as a second language programs; 9300898 Grammatical Albanian passive analysis, universal grammar principles ...
The advent of the era of big data appears to be an unprecedented opportunity to the development of ancient book information processing in China. ... A comprehensive review of the research on ancient book information processing can help researchers understand the research progress and grasp the future research trend. ... Han, Yan and Song (2015) proposed a rule-based machine translation for ancient Chinese under the framework of sentence-focused syntax theory. ...doi:10.22452/mjlis.vol26no3.4 fatcat:wzj3jdfg2ngzzde2bns5venfyy
Jackendoff's conceptual semantics refutation; 9405203 English way-construction’s syntactic-semantic mismatch accounts, con- ceptual semantics theory application; 9405163 English/Danish modal verbs, syntactic-semantic ... ., first structural grammarian, Hungary; 9405671 wide complement/adverbial scope, paragraph lifting rule/ pragmatic accounts; 9405254 Grammar Translation Method of Language Teaching English for special ...
Lecture Notes in Computer Science
Whilst semantic information has been reconed crucial for Chinese syntactic analysis and downstream applications, existing Chinese treebanks lack a consistent and strict sentential semantic formalism. ... In this paper, we introduce a semantics oriented grammar for Chinese, designed to provide basic supports for tasks such as automatic semantic parsing and sentence generation. ... Acknowledgments We thank the anonymous reviewers for their constructive comments. ...doi:10.1007/978-3-642-54906-9_30 fatcat:th6iuecp6jcvtdlltrxfzxvjsi
HNC theory constructs an entire theoretical framework for natural language, gives the complete formal description for the meaning of the language. ... The grammar attributes serve the sentence structure analysis and the semantic attributes reveal the meaning of a word. ...doi:10.1109/ialp.2018.8629241 dblp:conf/ialp/LiuYA18 fatcat:7z334amiingq3ktalq4vzgry2e
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